---
permalink: /research/ashley/sags/ani
---

<script src="https://cdn.pydata.org/bokeh/release/bokeh-0.13.0.min.js" type="text/javascript"></script>
<script src="https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.13.0.min.js" type="text/javascript"></script>
<script src="https://cdn.pydata.org/bokeh/release/bokeh-tables-0.13.0.min.js" type="text/javascript"></script>
<script src="https://cdn.pydata.org/bokeh/release/bokeh-gl-0.13.0.min.js" type="text/javascript"></script>
<script src="https://code.jquery.com/jquery-2.1.4.min.js" type="text/javascript"></script>
<script src="https://code.jquery.com/ui/1.10.4/jquery-ui.min.js" type="text/javascript"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.20/require.min.js" type="text/javascript"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/underscore.js/1.8.3/underscore-min.js" type="text/javascript"></script>
<script type="text/javascript">function HoloViewsWidget() {
}

HoloViewsWidget.prototype.init_slider = function(init_val){
  if(this.load_json) {
    this.from_json()
  } else {
    this.update_cache();
  }
}

HoloViewsWidget.prototype.populate_cache = function(idx){
  this.cache[idx].innerHTML = this.frames[idx];
  if (this.embed) {
    delete this.frames[idx];
  }
}

HoloViewsWidget.prototype.process_error = function(msg){
}

HoloViewsWidget.prototype.from_json = function() {
  var data_url = this.json_path + this.id + '.json';
  $.getJSON(data_url, $.proxy(function(json_data) {
    this.frames = json_data;
    this.update_cache();
    this.update(0);
  }, this));
}

HoloViewsWidget.prototype.dynamic_update = function(current){
  if (current === undefined) {
    return
  }
  this.current = current;
  if (this.comm) {
    var msg = {comm_id: this.id+'_client', content: current}
    this.comm.send(msg);
  }
}

HoloViewsWidget.prototype.update_cache = function(force){
  var frame_len = Object.keys(this.frames).length;
  for (var i=0; i<frame_len; i++) {
    if(!this.load_json || this.dynamic)  {
      var frame = Object.keys(this.frames)[i];
    } else {
      var frame = i;
    }
    if(!(frame in this.cache) || force) {
      if ((frame in this.cache) && force) { this.cache[frame].remove() }
      var div = document.createElement("div");
      var parent = document.getElementById("_anim_img"+this.id);
      div.style.display = "none";
      parent.appendChild(div)
      this.cache[frame] = div;
      var cache_id = "_anim_img"+this.id+"_"+frame;
      this.populate_cache(frame);
    }
  }
}

HoloViewsWidget.prototype.update = function(current){
  if(current in this.cache) {
    for (var index in this.cache) {
      this.cache[index].style.display = "none";
    }
    this.cache[current].style.display = "";
    this.wait = false;
  }
}

HoloViewsWidget.prototype.init_comms = function() {
  var that = this
  HoloViews.comm_manager.register_target(this.plot_id, this.id, function (msg) { that.process_msg(msg) })
  if (!this.cached || this.dynamic) {
    function ack_callback(msg) {
      msg = JSON.parse(msg.content.data);
      var comm_id = msg["comm_id"]
      var comm_status = HoloViews.comm_status[comm_id];
      if (that.queue.length > 0) {
        that.time = Date.now();
        that.dynamic_update(that.queue[that.queue.length-1]);
        that.queue = [];
      } else {
        that.wait = false;
      }
      if ((msg.msg_type == "Ready") && msg.content) {
        console.log("Python callback returned following output:", msg.content);
      } else if (msg.msg_type == "Error") {
        console.log("Python failed with the following traceback:", msg['traceback'])
      }
    }
    var comm = HoloViews.comm_manager.get_client_comm(this.plot_id, this.id+'_client', ack_callback);
    return comm
  }
}

HoloViewsWidget.prototype.process_msg = function(msg) {
}

function SelectionWidget(frames, id, slider_ids, keyMap, dim_vals, notFound, load_json, mode, cached, json_path, dynamic, plot_id){
  this.frames = frames;
  this.id = id;
  this.plot_id = plot_id;
  this.slider_ids = slider_ids;
  this.keyMap = keyMap
  this.current_frame = 0;
  this.current_vals = dim_vals;
  this.load_json = load_json;
  this.mode = mode;
  this.notFound = notFound;
  this.cached = cached;
  this.dynamic = dynamic;
  this.cache = {};
  this.json_path = json_path;
  this.init_slider(this.current_vals[0]);
  this.queue = [];
  this.wait = false;
  if (!this.cached || this.dynamic) {
    this.comm = this.init_comms();
  }
}

SelectionWidget.prototype = new HoloViewsWidget;


SelectionWidget.prototype.get_key = function(current_vals) {
  var key = "(";
  for (var i=0; i<this.slider_ids.length; i++)
  {
    var val = this.current_vals[i];
    if (!(typeof val === 'string')) {
      if (val % 1 === 0) { val = val.toFixed(1); }
      else { val = val.toFixed(10); val = val.slice(0, val.length-1);}
    }
    key += "'" + val + "'";
    if(i != this.slider_ids.length-1) { key += ', ';}
    else if(this.slider_ids.length == 1) { key += ',';}
  }
  key += ")";
  return this.keyMap[key];
}

SelectionWidget.prototype.set_frame = function(dim_val, dim_idx){
  this.current_vals[dim_idx] = dim_val;
  var key = this.current_vals;
  if (!this.dynamic) {
    key = this.get_key(key)
  }
  if (this.dynamic || !this.cached) {
    if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {
      this.queue.push(key);
      return
    }
    this.queue = [];
    this.time = Date.now();
    this.current_frame = key;
    this.wait = true;
    this.dynamic_update(key)
  } else if (key !== undefined) {
    this.update(key)
  }
}


/* Define the ScrubberWidget class */
function ScrubberWidget(frames, num_frames, id, interval, load_json, mode, cached, json_path, dynamic, plot_id){
  this.slider_id = "_anim_slider" + id;
  this.loop_select_id = "_anim_loop_select" + id;
  this.id = id;
  this.plot_id = plot_id;
  this.interval = interval;
  this.current_frame = 0;
  this.direction = 0;
  this.dynamic = dynamic;
  this.timer = null;
  this.load_json = load_json;
  this.mode = mode;
  this.cached = cached;
  this.frames = frames;
  this.cache = {};
  this.length = num_frames;
  this.json_path = json_path;
  document.getElementById(this.slider_id).max = this.length - 1;
  this.init_slider(0);
  this.wait = false;
  this.queue = [];
  if (!this.cached || this.dynamic) {
    this.comm = this.init_comms()
  }
}

ScrubberWidget.prototype = new HoloViewsWidget;

ScrubberWidget.prototype.set_frame = function(frame){
  this.current_frame = frame;
  var widget = document.getElementById(this.slider_id);
  if (widget === null) {
    this.pause_animation();
    return
  }
  widget.value = this.current_frame;
  if (this.dynamic || !this.cached) {
    if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {
      this.queue.push(frame);
      return
    }
    this.queue = [];
    this.time = Date.now();
    this.wait = true;
    this.dynamic_update(frame)
  } else {
    this.update(frame)
  }
}

ScrubberWidget.prototype.get_loop_state = function(){
  var button_group = document[this.loop_select_id].state;
  for (var i = 0; i < button_group.length; i++) {
    var button = button_group[i];
    if (button.checked) {
      return button.value;
    }
  }
  return undefined;
}


ScrubberWidget.prototype.next_frame = function() {
  this.set_frame(Math.min(this.length - 1, this.current_frame + 1));
}

ScrubberWidget.prototype.previous_frame = function() {
  this.set_frame(Math.max(0, this.current_frame - 1));
}

ScrubberWidget.prototype.first_frame = function() {
  this.set_frame(0);
}

ScrubberWidget.prototype.last_frame = function() {
  this.set_frame(this.length - 1);
}

ScrubberWidget.prototype.slower = function() {
  this.interval /= 0.7;
  if(this.direction > 0){this.play_animation();}
  else if(this.direction < 0){this.reverse_animation();}
}

ScrubberWidget.prototype.faster = function() {
  this.interval *= 0.7;
  if(this.direction > 0){this.play_animation();}
  else if(this.direction < 0){this.reverse_animation();}
}

ScrubberWidget.prototype.anim_step_forward = function() {
  if(this.current_frame < this.length - 1){
    this.next_frame();
  }else{
    var loop_state = this.get_loop_state();
    if(loop_state == "loop"){
      this.first_frame();
    }else if(loop_state == "reflect"){
      this.last_frame();
      this.reverse_animation();
    }else{
      this.pause_animation();
      this.last_frame();
    }
  }
}

ScrubberWidget.prototype.anim_step_reverse = function() {
  if(this.current_frame > 0){
    this.previous_frame();
  } else {
    var loop_state = this.get_loop_state();
    if(loop_state == "loop"){
      this.last_frame();
    }else if(loop_state == "reflect"){
      this.first_frame();
      this.play_animation();
    }else{
      this.pause_animation();
      this.first_frame();
    }
  }
}

ScrubberWidget.prototype.pause_animation = function() {
  this.direction = 0;
  if (this.timer){
    clearInterval(this.timer);
    this.timer = null;
  }
}

ScrubberWidget.prototype.play_animation = function() {
  this.pause_animation();
  this.direction = 1;
  var t = this;
  if (!this.timer) this.timer = setInterval(function(){t.anim_step_forward();}, this.interval);
}

ScrubberWidget.prototype.reverse_animation = function() {
  this.pause_animation();
  this.direction = -1;
  var t = this;
  if (!this.timer) this.timer = setInterval(function(){t.anim_step_reverse();}, this.interval);
}

function extend(destination, source) {
  for (var k in source) {
    if (source.hasOwnProperty(k)) {
      destination[k] = source[k];
    }
  }
  return destination;
}

function update_widget(widget, values) {
  if (widget.hasClass("ui-slider")) {
    widget.slider('option', {
      min: 0,
      max: values.length-1,
      dim_vals: values,
      value: 0,
      dim_labels: values
    })
    widget.slider('option', 'slide').call(widget, event, {value: 0})
  } else {
    widget.empty();
    for (var i=0; i<values.length; i++){
      widget.append($("<option>", {
        value: i,
        text: values[i]
      }))
    };
    widget.data('values', values);
    widget.data('value', 0);
    widget.trigger("change");
  };
}

function init_slider(id, plot_id, dim, values, next_vals, labels, dynamic, step, value, next_dim,
                     dim_idx, delay, jQueryUI_CDN, UNDERSCORE_CDN) {
  // Slider JS Block START
  function loadcssfile(filename){
    var fileref=document.createElement("link")
    fileref.setAttribute("rel", "stylesheet")
    fileref.setAttribute("type", "text/css")
    fileref.setAttribute("href", filename)
    document.getElementsByTagName("head")[0].appendChild(fileref)
  }
  loadcssfile("https://code.jquery.com/ui/1.10.4/themes/smoothness/jquery-ui.css");
  /* Check if jQuery and jQueryUI have been loaded
     otherwise load with require.js */
  var jQuery = window.jQuery,
    // check for old versions of jQuery
    oldjQuery = jQuery && !!jQuery.fn.jquery.match(/^1\.[0-4](\.|$)/),
    jquery_path = '',
    paths = {},
    noConflict;
  var jQueryUI = jQuery.ui;
  // check for jQuery
  if (!jQuery || oldjQuery) {
    // load if it's not available or doesn't meet min standards
    paths.jQuery = jQuery;
    noConflict = !!oldjQuery;
  } else {
    // register the current jQuery
    define('jquery', [], function() { return jQuery; });
  }
  if (!jQueryUI) {
    paths.jQueryUI = jQueryUI_CDN.slice(null, -3);
  } else {
    define('jQueryUI', [], function() { return jQuery.ui; });
  }
  paths.underscore = UNDERSCORE_CDN.slice(null, -3);
  var jquery_require = {
    paths: paths,
    shim: {
      "jQueryUI": {
        exports:"$",
        deps: ['jquery']
      },
      "underscore": {
        exports: '_'
      }
    }
  }
  require.config(jquery_require);
  require(["jQueryUI", "underscore"], function(jUI, _){
    if (noConflict) $.noConflict(true);
    var vals = values;
    if (dynamic && vals.constructor === Array) {
      var default_value = parseFloat(value);
      var min = parseFloat(vals[0]);
      var max = parseFloat(vals[vals.length-1]);
      var wstep = step;
      var wlabels = [default_value];
      var init_label = default_value;
    } else {
      var min = 0;
      if (dynamic) {
        var max = Object.keys(vals).length - 1;
        var init_label = labels[value];
        var default_value = values[value];
      } else {
        var max = vals.length - 1;
        var init_label = labels[value];
        var default_value = value;
      }
      var wstep = 1;
      var wlabels = labels;
    }
    function adjustFontSize(text) {
      var width_ratio = (text.parent().width()/8)/text.val().length;
      var size = Math.min(0.9, Math.max(0.6, width_ratio))+'em';
      text.css('font-size', size);
    }
    var slider = $('#_anim_widget'+id+'_'+dim);
    slider.slider({
      animate: "fast",
      min: min,
      max: max,
      step: wstep,
      value: default_value,
      dim_vals: vals,
      dim_labels: wlabels,
      next_vals: next_vals,
      slide: function(event, ui) {
        var vals = slider.slider("option", "dim_vals");
        var next_vals = slider.slider("option", "next_vals");
        var dlabels = slider.slider("option", "dim_labels");
        if (dynamic) {
          var dim_val = ui.value;
          if (vals.constructor === Array) {
            var label = ui.value;
          } else {
            var label = dlabels[ui.value];
          }
        } else {
          var dim_val = vals[ui.value];
          var label = dlabels[ui.value];
        }
        var text = $('#textInput'+id+'_'+dim);
        text.val(label);
        adjustFontSize(text);
        HoloViews.index[plot_id].set_frame(dim_val, dim_idx);
        if (Object.keys(next_vals).length > 0) {
          var new_vals = next_vals[dim_val];
          var next_widget = $('#_anim_widget'+id+'_'+next_dim);
          update_widget(next_widget, new_vals);
        }
      }
    });
    slider.keypress(function(event) {
      if (event.which == 80 || event.which == 112) {
        var start = slider.slider("option", "value");
        var stop =  slider.slider("option", "max");
        for (var i=start; i<=stop; i++) {
          var delay = i*delay;
          $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {
            var val = {value:i};
            slider.slider('value',i);
            slider.slider("option", "slide")(null, val);
          }, slider), delay);}, slider)(i);
        }
      }
      if (event.which == 82 || event.which == 114) {
        var start = slider.slider("option", "value");
        var stop =  slider.slider("option", "min");
        var count = 0;
        for (var i=start; i>=stop; i--) {
          var delay = count*delay;
          count = count + 1;
          $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {
            var val = {value:i};
            slider.slider('value',i);
            slider.slider("option", "slide")(null, val);
          }, slider), delay);}, slider)(i);
        }
      }
    });
    var textInput = $('#textInput'+id+'_'+dim)
    textInput.val(init_label);
    adjustFontSize(textInput);
  });
}

function init_dropdown(id, plot_id, dim, vals, value, next_vals, labels, next_dim, dim_idx, dynamic) {
  var widget = $("#_anim_widget"+id+'_'+dim);
  widget.data('values', vals)
  for (var i=0; i<vals.length; i++){
    if (dynamic) {
      var val = vals[i];
    } else {
      var val = i;
    }
    widget.append($("<option>", {
      value: val,
      text: labels[i]
    }));
  };
  widget.data("next_vals", next_vals);
  widget.val(value);
  widget.on('change', function(event, ui) {
    if (dynamic) {
      var dim_val = parseInt(this.value);
    } else {
      var dim_val = $.data(this, 'values')[this.value];
    }
    var next_vals = $.data(this, "next_vals");
    if (Object.keys(next_vals).length > 0) {
      var new_vals = next_vals[dim_val];
      var next_widget = $('#_anim_widget'+id+'_'+next_dim);
      update_widget(next_widget, new_vals);
    }
    var widgets = HoloViews.index[plot_id]
    if (widgets) {
      widgets.set_frame(dim_val, dim_idx);
    }
  });
}


if (window.HoloViews === undefined) {
  window.HoloViews = {}
  window.PyViz = window.HoloViews
} else if (window.PyViz === undefined) {
  window.PyViz = window.HoloViews
}


var _namespace = {
  init_slider: init_slider,
  init_dropdown: init_dropdown,
  comms: {},
  comm_status: {},
  index: {},
  plot_index: {},
  kernels: {},
  receivers: {}
}

for (var k in _namespace) {
  if (!(k in window.HoloViews)) {
    window.HoloViews[k] = _namespace[k];
  }
}

var JS_MIME_TYPE = 'application/javascript';
var HTML_MIME_TYPE = 'text/html';
var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';
var CLASS_NAME = 'output';

/**
 * Render data to the DOM node
 */
function render(props, node) {
  var div = document.createElement("div");
  var script = document.createElement("script");
  node.appendChild(div);
  node.appendChild(script);
}

/**
 * Handle when a new output is added
 */
function handle_add_output(event, handle) {
  var output_area = handle.output_area;
  var output = handle.output;
  if (!output.data.hasOwnProperty(EXEC_MIME_TYPE)) {
    return
  }
  var id = output.metadata[EXEC_MIME_TYPE]["id"];
  var toinsert = output_area.element.find("." + CLASS_NAME.split(' ')[0]);
  if (id !== undefined) {
    var nchildren = toinsert.length;
    toinsert[nchildren-1].children[0].innerHTML = output.data[HTML_MIME_TYPE];
    toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];
    output_area._hv_plot_id = id;
    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {
      HoloViews.plot_index[id] = Bokeh.index[id];
    } else {
      HoloViews.plot_index[id] = null;
    }
  }
}

/**
 * Handle when an output is cleared or removed
 */
function handle_clear_output(event, handle) {
  var id = handle.cell.output_area._hv_plot_id;
  if ((id === undefined) || !(id in HoloViews.plot_index)) { return; }
  var comm = window.HoloViews.comm_manager.get_client_comm("hv-extension-comm", "hv-extension-comm", function () {});
  if (comm !== null) {
    comm.send({event_type: 'delete', 'id': id});
  }
  delete HoloViews.plot_index[id];
  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {
    window.Bokeh.index[id].model.document.clear();
    delete Bokeh.index[id];
  }
}

/**
 * Handle kernel restart event
 */
function handle_kernel_cleanup(event, handle) {
  delete HoloViews.comms["hv-extension-comm"];
  window.HoloViews.plot_index = {}
}

/**
 * Handle update_display_data messages
 */
function handle_update_output(event, handle) {
  handle_clear_output(event, {cell: {output_area: handle.output_area}})
  handle_add_output(event, handle)
}

function register_renderer(events, OutputArea) {
  function append_mime(data, metadata, element) {
    // create a DOM node to render to
    var toinsert = this.create_output_subarea(
    metadata,
    CLASS_NAME,
    EXEC_MIME_TYPE
    );
    this.keyboard_manager.register_events(toinsert);
    // Render to node
    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};
    render(props, toinsert[0]);
    element.append(toinsert);
    return toinsert
  }

  events.on('output_added.OutputArea', handle_add_output);	
  events.on('output_updated.OutputArea', handle_update_output);
  events.on('clear_output.CodeCell', handle_clear_output);
  events.on('delete.Cell', handle_clear_output);
  events.on('kernel_ready.Kernel', handle_kernel_cleanup);

  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {
    safe: true,
    index: 0
  });
}

if (window.Jupyter !== undefined) {
  try {
    var events = require('base/js/events');
    var OutputArea = require('notebook/js/outputarea').OutputArea;
    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {
      register_renderer(events, OutputArea);
    }
  } catch(err) {
  }
}

// Define Bokeh specific subclasses
function BokehSelectionWidget() {
  SelectionWidget.apply(this, arguments);
}

function BokehScrubberWidget() {
  ScrubberWidget.apply(this, arguments);
}

// Let them inherit from the baseclasses
BokehSelectionWidget.prototype = Object.create(SelectionWidget.prototype);
BokehScrubberWidget.prototype = Object.create(ScrubberWidget.prototype);

// Define methods to override on widgets
var BokehMethods = {
  update_cache : function(){
    for (var index in this.frames) {
      this.frames[index] = JSON.parse(this.frames[index]);
    }
  },
  update : function(current){
    if (current === undefined) {
      return;
    }
    var data = this.frames[current];
    if (data !== undefined) {
      if (data.root in HoloViews.plot_index) {
        var doc = HoloViews.plot_index[data.root].model.document;
      } else {
        var doc = Bokeh.index[data.root].model.document;
      }
      doc.apply_json_patch(data.content);
    }
  },
  init_comms: function() {
    if (Bokeh.protocol !== undefined) {
      this.receiver = new Bokeh.protocol.Receiver()
    } else {
      this.receiver = null;
    }
    return HoloViewsWidget.prototype.init_comms.call(this);
  },
  process_msg : function(msg) {
    if (this.plot_id in HoloViews.plot_index) {
      var doc = HoloViews.plot_index[this.plot_id].model.document;
    } else {
      var doc = Bokeh.index[this.plot_id].model.document;
    }
    if (this.receiver === null) { return }
    var receiver = this.receiver;
    if (msg.buffers.length > 0) {
      receiver.consume(msg.buffers[0].buffer)
    } else {
      receiver.consume(msg.content.data)
    }
    const comm_msg = receiver.message;
    if ((comm_msg != null) && (doc != null)) {
      doc.apply_json_patch(comm_msg.content, comm_msg.buffers)
    }
  }
}

// Extend Bokeh widgets with backend specific methods
extend(BokehSelectionWidget.prototype, BokehMethods);
extend(BokehScrubberWidget.prototype, BokehMethods);

window.HoloViews.BokehSelectionWidget = BokehSelectionWidget
window.HoloViews.BokehScrubberWidget = BokehScrubberWidget
</script>
<script type="text/javascript">
    function JupyterCommManager() {
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